One of the major challenges in video-oculography is to measure ocular torsion reliably, even though there may be large eye movements, camera slippage, and nonuniform lighting. We propose a new method of torsion measurement based on tracking iris features that are stable in space and time. This method is inherently robust to changes in eye and camera position, and performs well even when the eye is illuminated unevenly.